Presentation | 2000/12/1 Hadrware Implementation of Pulsed Neuron based on ΔΣmodulator Yuya OOTA, Yoshimitsu MURAHASHI, Shinji DOKI, Shigeru OKUMA, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | Plused Neuron(PN) model is effective for digital implimentation of a large scale network because of 1-line connection between two PNs. In that case, we have to operate pulsed signal in the network. Then it become important problem how to operate pulsed signal precisely without de-modulation. Formerly we proposed a novel Plused Neuron model(DSM-PN)based on ΔΣmodulation which can operate 1 bit digital pulsed signal very precisely. In this article, we applied ΔΣmodulation to the operation of multiplication between an input signal and a weight coefficient for high operational precision. In addition to that, we discuss a hardware construction of the proposed PN model in consideration of hardware implementation and scale of the hardware. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Pulsed Neuron / Pulsed Neural Network / ΔΣmodulation / Hardware Implementation |
Paper # | NC2000-74 |
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Committee | NC |
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Conference Date | 2000/12/1(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Neurocomputing (NC) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Hadrware Implementation of Pulsed Neuron based on ΔΣmodulator |
Sub Title (in English) | |
Keyword(1) | Pulsed Neuron |
Keyword(2) | Pulsed Neural Network |
Keyword(3) | ΔΣmodulation |
Keyword(4) | Hardware Implementation |
1st Author's Name | Yuya OOTA |
1st Author's Affiliation | Dept. of Electrical Eng., Graduate School of Eng., Nagoya University() |
2nd Author's Name | Yoshimitsu MURAHASHI |
2nd Author's Affiliation | Dept. of Electrical Eng., Graduate School of Eng., Nagoya University |
3rd Author's Name | Shinji DOKI |
3rd Author's Affiliation | Dept. of Electrical and Electronics Eng., Fac.of Eng., Mie University |
4th Author's Name | Shigeru OKUMA |
4th Author's Affiliation | Dept. of Electrical Eng., Graduate School of Eng., Nagoya University |
Date | 2000/12/1 |
Paper # | NC2000-74 |
Volume (vol) | vol.100 |
Number (no) | 490 |
Page | pp.pp.- |
#Pages | 8 |
Date of Issue |